Class information for:
Level 1: COMPUTER EXPERIMENT//COMPUTER EXPERIMENTS//LATIN HYPERCUBE DESIGN

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
7177 1320 29.7 47%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1514 6943 POLYNOMIAL CHAOS//UNCERTAINTY QUANTIFICATION//COMPUTER EXPERIMENT

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 COMPUTER EXPERIMENT Author keyword 80 58% 7% 91
2 COMPUTER EXPERIMENTS Author keyword 43 35% 8% 101
3 LATIN HYPERCUBE DESIGN Author keyword 40 71% 2% 32
4 SPACE FILLING DESIGN Author keyword 29 67% 2% 26
5 EXPECTED IMPROVEMENT Author keyword 24 60% 2% 26
6 EXPENSIVE FUNCTION Author keyword 21 90% 1% 9
7 SPACE FILLING DESIGNS Author keyword 19 71% 1% 15
8 SURROGATE MODEL Author keyword 9 18% 3% 46
9 EFFICIENT GLOBAL OPTIMIZATION Author keyword 8 44% 1% 14
10 ORTHOGONAL ARRAY BASED LATIN HYPERCUBE Author keyword 8 100% 0% 5

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 COMPUTER EXPERIMENT 80 58% 7% 91 Search COMPUTER+EXPERIMENT Search COMPUTER+EXPERIMENT
2 COMPUTER EXPERIMENTS 43 35% 8% 101 Search COMPUTER+EXPERIMENTS Search COMPUTER+EXPERIMENTS
3 LATIN HYPERCUBE DESIGN 40 71% 2% 32 Search LATIN+HYPERCUBE+DESIGN Search LATIN+HYPERCUBE+DESIGN
4 SPACE FILLING DESIGN 29 67% 2% 26 Search SPACE+FILLING+DESIGN Search SPACE+FILLING+DESIGN
5 EXPECTED IMPROVEMENT 24 60% 2% 26 Search EXPECTED+IMPROVEMENT Search EXPECTED+IMPROVEMENT
6 EXPENSIVE FUNCTION 21 90% 1% 9 Search EXPENSIVE+FUNCTION Search EXPENSIVE+FUNCTION
7 SPACE FILLING DESIGNS 19 71% 1% 15 Search SPACE+FILLING+DESIGNS Search SPACE+FILLING+DESIGNS
8 SURROGATE MODEL 9 18% 3% 46 Search SURROGATE+MODEL Search SURROGATE+MODEL
9 EFFICIENT GLOBAL OPTIMIZATION 8 44% 1% 14 Search EFFICIENT+GLOBAL+OPTIMIZATION Search EFFICIENT+GLOBAL+OPTIMIZATION
10 ORTHOGONAL ARRAY BASED LATIN HYPERCUBE 8 100% 0% 5 Search ORTHOGONAL+ARRAY+BASED+LATIN+HYPERCUBE Search ORTHOGONAL+ARRAY+BASED+LATIN+HYPERCUBE

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 COMPUTER EXPERIMENTS 97 36% 17% 218
2 LATIN HYPERCUBE DESIGNS 44 71% 3% 35
3 BLACK BOX FUNCTIONS 40 64% 3% 39
4 SPACE FILLING DESIGNS 34 93% 1% 13
5 SAMPLING CRITERIA 18 83% 1% 10
6 METAMODELING TECHNIQUES 17 46% 2% 27
7 LIMIT MANAGEMENT STRATEGY 14 65% 1% 13
8 KRIGING MODELS 13 49% 1% 19
9 LATIN HYPERCUBES 12 50% 1% 17
10 GAUSSIAN PROCESS EMULATORS 12 86% 0% 6

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Recent advances in surrogate-based optimization 2009 261 42 52%
Kriging metamodeling in simulation: A review 2009 147 18 83%
Review of metamodeling techniques in support of engineering design optimization 2007 294 90 57%
Review of surrogate modeling in water resources 2012 46 153 33%
Surrogate-based analysis and optimization 2005 470 51 39%
Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions 2010 51 122 36%
Computer experiments: a review 2010 15 49 80%
Modeling and simulating aircraft stability and control-The SimSAC project 2011 5 1 100%
Metamodels for computer-based engineering design: survey and recommendations 2001 523 43 30%
Comparative studies of metamodelling techniques under multiple modelling criteria 2001 356 10 40%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 STATE ADV TECHNOL VEHICLE DESIGN MFG 6 71% 0.4% 5
2 MULTIDISCIPLINARY ANAL DESIGN ADV VEHICLES 5 63% 0.4% 5
3 CAD SUPPORTED SOFTWARE ENGN 4 75% 0.2% 3
4 1544 3 60% 0.2% 3
5 VALIDAT UNCERTAINTY ESTIMAT 3 60% 0.2% 3
6 3450 2 67% 0.2% 2
7 LISA EA4672 2 50% 0.2% 3
8 OPTIMIZAT UNCERTAINTY ESTIMAT 2 31% 0.4% 5
9 COMPUTAT ENGN DESIGN GRP 2 14% 0.8% 11
10 3MI 2 43% 0.2% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000163581 DERIVATIVE FREE OPTIMIZATION//GENERATING SET SEARCH//BLACKBOX OPTIMIZATION
2 0.0000148830 COMPLIANCE CERTIFICATION APPLICATION//WASTE ISOLATION PILOT PLANT//MOMENT INDEPENDENT
3 0.0000127710 MULTIDISCIPLINARY DESIGN OPTIMIZATION//ANALYTICAL TARGET CASCADING//COLLABORATIVE OPTIMIZATION
4 0.0000113527 SIMULAT OPTIMIZAT SYST//ENGN OPTIMIZAT MODELING//SPACE MAPPING
5 0.0000104758 STRUCTURAL SAFETY//STRUCTURAL RELIABILITY//RELIABILITY BASED DESIGN OPTIMIZATION
6 0.0000098779 SEQUENTIAL BIFURCATION//FIELD SERVICE//REGRESSION METAMODEL
7 0.0000086273 MINIMUM ABERRATION//GENERALIZED MINIMUM ABERRATION//WORD LENGTH PATTERN
8 0.0000084741 CANTABRIAN BASIN AUTHOR//STATISTICAL LEARNING TECHNIQUES//TWO SCALE DISCRETIZATION
9 0.0000083958 SENSITIVITY EQUATION METHOD//CODE VERIFICATION//MANUFACTURED SOLUTIONS
10 0.0000079418 PRODUCT SUM MODEL//ELLIPTICALLY CONTOURED RANDOM FIELD//COVARIANCE TAPERING